• DocumentCode
    1109782
  • Title

    Split-dimension vector quantization of Parcor coefficients for low bit rate speech coding

  • Author

    Law, Kwok-Wah ; Chan, Cheung-Fat

  • Author_Institution
    Dept. of Electron. Eng., City Polytech. of Hong Kong, Kowloon, Hong Kong
  • Volume
    2
  • Issue
    3
  • fYear
    1994
  • fDate
    7/1/1994 12:00:00 AM
  • Firstpage
    443
  • Lastpage
    446
  • Abstract
    A novel split vector quantization (SVQ) scheme for low bit rate coding of speech signals is proposed. In this scheme, the LPC parameter vector, which is represented by Parcor coefficients, is split into small-dimension subvectors, and each subvector is sequentially quantized according to a multistage structure that resembles a segmented lattice filter. The forward and backward prediction residuals in the segmented filter are coupled across VQ stages. The quantizer in each stage operates on the principle of minimizing the forward and backward prediction error energies similar to linear predictive analysis. Simulation results show that the new split VQ scheme can achieve transparent quantization of LPC parameters at 25 b/frame
  • Keywords
    filtering and prediction theory; linear predictive coding; speech coding; vector quantisation; LPC parameter vector; LPC parameters; Parcor coefficients; backward prediction error energy; backward prediction residuals; forward prediction error energy; forward prediction residuals; low bit rate speech coding; multistage structure; segmented lattice filter; simulation results; small-dimension subvectors; speech signals; split VQ; split-dimension vector quantization; transparent quantization; Bit rate; Frequency; Linear predictive coding; Nonlinear filters; Signal processing; Signal processing algorithms; Speech analysis; Speech coding; Speech synthesis; Vector quantization;
  • fLanguage
    English
  • Journal_Title
    Speech and Audio Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6676
  • Type

    jour

  • DOI
    10.1109/89.294359
  • Filename
    294359